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Showing posts with label class size. Show all posts
Showing posts with label class size. Show all posts

Monday, January 23, 2017

School board agenda for Tuesday, January 24

Some of the things on the agenda for this week’s school board meeting:

  • A report from the Student Climate Survey Task Force


  • The 2016-17 enrollment, demographics, and class size report


  • The results of the district’s drinking water lead testing, including some results that were “notable”

At our work session, we’ll continue to discuss the facilities master plan and related bond proposal (info here and here).

The full agendas are here and here. Please chime in with a comment about anything that catches your attention.

Thursday, January 5, 2017

How should we determine the target enrollment for an elementary school?

I’ve been posting about how small schools tend to generate outlier class sizes. These posts naturally raise the question: What can we do to minimize the likelihood of outlier class sizes in small schools? But they also raise another question: How should we determine how many kids it makes sense to enroll in any particular elementary school building? In this post, I want to consider the latter question.

When the district draws attendance zones—or even if it abandons geographic attendance zones and tries something like a magnet school—it can’t avoid setting target enrollment numbers for the buildings. There is a wishful-thinking aspect to that task, since it’s hard to predict how many kids will show up from year to year. But it’s an unavoidable task. It affects not just how we draw attendance zones but also how we assess whether to build new elementary capacity.

In determining the target enrollment for a particular building, we need to assume that there will be a roughly equal number of kids in each grade level. We all know this assumption is false, and that there will sometimes be a lot of variation in the enrollment in different grades. But that variation is arbitrary and unpredictable, so you can’t plan around it. So I don’t see any alternative to assuming equal enrollment in each grade level (while recognizing that unpredictable departures from that assumption will be the norm).

Our district has assigned “capacity” numbers to its buildings. In the past, it did so by simply multiplying the number of classrooms by a typical class size (in those days, 23). More recently, it used consultants to assign capacity numbers based on square footage and other factors. But neither one of those methods gives us a good sense of what the target enrollment should be. It doesn’t always make sense to use every available room as a general education classroom, and any enrollment target has to be realistic about what class sizes the district can afford to staff.

An example: In my previous post, I argued that in a school with fourteen available classrooms, the highest number of students you could enroll, without exceeding the class size goals, is 364.  But what if there are sixteen available classrooms?  Shouldn’t that mean that you could enroll more kids?  But it doesn’t, because there’s no way to spread seven grades over sixteen rooms without creating very problematic class sizes.  In that situation, I believe the fourteen-classroom model is still your best option (subject to alternatives I’ll soon discuss).  So the presence of those extra two classrooms doesn’t necessarily increase the number of gen-ed kids you can reasonably aspire to enroll.  It may well make sense to put those two extra rooms to some other use, such as preschool classrooms or dedicated special ed rooms.

In other words, there’s a difference between how many kids will “fit” in a building and what the target enrollment should be. I don’t have a strong opinion about what the optimal numbers are; if you think there’s a better number to shoot for in a building with fourteen (or sixteen) available classrooms, I hope you’ll chime in with a comment. But many of our current “capacity” numbers are very unhelpful. Mann’s listed capacity is 242—but what is the model for dividing 242 up into classes in seven grade levels? Alexander’s listed capacity is 500—but we put temporaries there as soon as the enrollment approached 400, in part because it qualifies for smaller class sizes as a high-need school. “Old” Hoover’s capacity is listed as 304—but since it can easily use fourteen rooms as gen-ed classrooms, it would make sense to put at least 350 kids there. (Before the closure vote, it did enroll that many.) We have special-use classrooms at many schools, but we don’t adjust those schools’ capacity numbers to take into account the unavailability of those rooms. The list goes on.

Our entire facilities plan, involving multi-million dollar projects, is driven by the district’s capacity numbers, but many of them do not accurately reflect how we can and will use our buildings. The district needs to develop a target enrollment number for each building that depends not just on the size of the building or the number of classrooms, but on a plan for how the rooms will actually be used and how the grades will (ideally) be distributed among them—a plan that tries to minimize the chance of outlier class sizes.


Tuesday, January 3, 2017

A class size math problem, part 2

A few weeks ago, I posted a “class size math problem” to illustrate how small elementary schools tend to generate outlier class sizes. The post received a lot of good comments—but nobody did the math problem! Specifically, the question was how many students you’d want to assign to a school that had ten (or, alternatively, fourteen) general education classrooms, and what the class sizes would be in each grade. The one constraint was that you had to assume that there would be a roughly equal number of kids in each grade level.

One purpose of the experiment was to show that it’s hard, in small schools, to have class sizes that stay in the neighborhood of the district’s class size goals. The goals, for most schools, are not to exceed 26 kids in grades K-2 and 30 kids in grades 3-6. We don’t want class sizes to exceed those goals, but if class sizes are too far below them, they undermine the district’s attempt to reallocate resources to higher-need schools. (More complete explanation here.)

Without mixing grade levels, this was the closest I could come to the class size goals, without exceeding them, in the ten-classroom school:


As you can see, many of the classes are very small—way below the district goal for grades K-2. That puts upward pressure on class sizes elsewhere and makes it harder to redirect resources to higher-need schools.

In the fourteen-classroom school, this was the closest I could come to the goals without exceeding them:


This school is significantly fairer to the district’s other schools, since its average class size is closer to the district-wide medians. It does less to undermine the district’s efforts to reallocate resources to higher-need schools. It accommodates a lot more kids. You could make those early-grade class sizes smaller—I’m sure many people would balk at the idea of a 26-kid kindergarten class—but only if you’re willing to live with smaller class sizes in the higher grades, too. As the upper-grade class sizes fall farther below the goals, class sizes elsewhere in the district would have to rise.

These scenarios assume an equal number of kids in each grade level. In reality, there is often a lot of variation in enrollment in the different grades. That’s a big part of what makes class sizes hard to manage in small schools. It’s actually hard to get much closer to the district goals than the “ideal” fourteen-classroom school, but the great advantage of larger schools is in their ability to handle that anomalous year-to-year variation, since they can spread the effects out over a greater number of classrooms.

In my next few posts, I’ll consider alternatives (such as mixed grades, paired schools, and the use of half-time teachers) that can help alleviate the class size issue in small schools.

Saturday, December 10, 2016

A class size math problem

In my last post, I discussed how smaller elementary schools tend to generate more outlier class sizes. Before I explore possible ways to mitigate that problem, here are a couple of hypothetical questions that help illustrate the issue:

1. Suppose you have a school that has fourteen rooms available as general education classrooms. What would be ideal total enrollment at that school? What would the individual class sizes be?

2. Suppose you have a school that has ten rooms available for general education classrooms. What would be ideal total enrollment at that school? What would the individual class sizes be?

I chose fourteen classrooms and ten classrooms because those numbers work especially well for class size. In a fourteen-room school, you can have two classrooms for each grade level from K through 6. In a ten-room school, you can have two classrooms in each grade from K through 2 (where we usually try to have smaller class sizes), and then one classroom in each grade from 3-6 (where we usually tolerate larger class sizes).

The only constraint: You have to assume there will be an equal number of students at each grade level. So if there are 30 total sixth graders, there are also 30 total kindergartners, though you’re free to split some grade levels into multiple classrooms while not splitting others. (The reason for this constraint is that there is no good way to draw attendance zones that would result in consistently different enrollment totals in the lower grades than in the higher grades.)

Assume that the school is not a high-need school that would qualify for lower-than-average class sizes under the district’s weighted resource allocation model. So the district’s goal would be to keep the class sizes below 26 in grades K-2 and below 30 in grades 3-6. You can exceed those caps if you think that’s the best solution. But you should recognize that anything falling significantly below those goals will put your school below the district averages and make it harder to allocate teachers to high-need schools.

What are the best answers?

Follow-up here.

Small schools and class size

As will come as news to no one, I put a high priority on keeping our existing schools open; among other things, I think it’s a key ingredient in maintaining community support for district initiatives and it plays an important role in maintaining livable, family-friendly neighborhoods in the central core of Iowa City. But I don’t deny that there are costs involved in keeping our smaller schools open, and I think it’s important to think about what those costs are and whether there are ways to mitigate them.

In this post, I want to consider the effect of small schools on class size. When the district sets class size goals, it can give the impression that class sizes can be fine-tuned. For example, the most recent draft of those goals suggests that most elementary schools should have class sizes of no more than 26 from kindergarten through second grade, and no more than 30 in grades three through six. (The class size goals are lower than that in schools with higher levels of academic need, but most schools will not fall into that category.)

But conforming to those goals is easier said than done, especially in our smaller schools. A school with an enrollment of 240 is likely to have about 34 kids per grade. What do you do with that number? A 34-kid kindergarten classroom is much larger than ideal, so the district would almost certainly choose to break it into two 17-kid classes—a lot nicer, but way below what we could afford to staff district-wide. What if 40 sixth-graders show up? Again, 20 is a wonderful class size, but it’s way below the district median for sixth-graders.

In other words, smaller schools tend to produce more outlier class sizes, forcing the district to choose between class sizes that are significantly above the goals or significantly below them. This effect lessens somewhat as you get into enrollments of over three hundred. A 300-kid school will tend to produce class sizes in the twenties, which is at least better than having to choose between 17 or 34. But it would still be subject to year-to-year fluctuations that could generate uncomfortable choices, and class sizes in the low twenties are still below the district median.

By contrast, large schools give the district enough flexibility that they seldom result in outlier class sizes. In a 600-kid school (assuming the kids are spread out evenly over the seven grades), you can have class sizes of about 21 in the lower grades and 29 in the higher grades. Even if a bigger-than-usual group shows up in one grade, it gets spread out over three or four classrooms, so it’s not liable to generate class sizes as high as 34. As a result, the large school may be less likely to get an additional teacher than the small school with the 34-kid cohort.

In particular, smaller schools pose a challenge for the district’s weighted resource allocation model—that is, the effort to allocate smaller class sizes to school with higher academic need. To create smaller class sizes in high-need schools, we need to tolerate larger class sizes in the remaining schools. If that effect is spread out over many schools, the effect on any one school will be smaller and thus the model will be more politically sustainable. But it’s not so easy for smaller schools to take a “fair share” of that effect—again, because the choice will often be between a class size that greatly exceeds the goals and one that is much smaller than average. If the smaller schools get lower-than-average class sizes, even when they are not high-need schools, the burden of the resource reallocation will fall disproportionately on larger schools. If the smaller schools are expected to tolerate class sizes far above the goals, the burden will fall disproportionately on them. Either way, it becomes harder to sustain the reallocation effort.

Again, I’m certainly not trying to make the case for closing smaller schools. But if we’re going to resist the ongoing pressure to consider closing some of them (and not just Hoover), it makes sense to do some problem-solving around the issue of outlier class sizes. I’ll explore some possibilities in an upcoming post.

Monday, October 10, 2016

School board agenda for Tuesday, October 11

Some of the items on this week’s agenda:

We’ll vote on approval of the weighted resource allocation model, which is designed to provide smaller class sizes in schools that have higher rates of students from low-income households, English-language learners, and students receiving special education services. The district has already been phasing in the model; this vote will incorporate it into the superintendent directions. More info here; testimonials here.

We’ll discuss the district’s Certified Annual Financial Report and its Annual Financial Health Report.

At our work session, we’ll discuss a report on the general obligation bond funding that will be necessary to finance the projects in the district’s facilities plan. We’ll also begin to talk about the possibility of suggesting revisions to the facilities plan.

We’ll review the district’s updated elementary and secondary boundary maps.

We’ll discuss updating the district’s letter to municipalities and to the county supporting diverse neighborhoods and affordable housing.

All that and more! The full agendas are here and here. Feel free to chime in with a comment about anything that catches your attention.

Monday, September 12, 2016

School board agenda for Tuesday, September 13

Some of the items on this week’s board agenda:

1. The board will discuss (and probably resolve) the issue of secondary boundaries, which has been pending since the process was interrupted by the resignation of board member Tom Yates in May. I’m guessing that there will now be a majority for reinstating the previous board’s secondary boundary plan that would send Kirkwood-area students to Liberty and Alexander-area students to Northwest Junior High and West High. (I don’t support that plan, for reasons I wrote about here, here, here, and here.)

2. We’ll consider two busing appeals from parents who argue that their kids should receive a bus to West High because they live just beyond the three-mile mark.

3. We’ll hear an update on the district’s response to the State Department of Education’s audit of our special education practices. Info here.

4. At the work session after the meeting, we’ll discuss our request to our demographer to get updated enrollment projections. Info here.

5. We’ll discuss a proposed process to get community input on possible changes to the district’s facilities master plan. Editorial comment: I have a lot of doubts about the ability of our ThoughtExchange platform to provide a representative sample of community sentiment, and I wish it did not advertise itself in that way. (See this post.) But what I’m most interested in is hearing all the arguments and counterarguments on any proposed changes, and ThoughtExchange is one way of gathering those, as are emails, community comment at board meetings, etc.

6. We’ll discuss our voluntary transfer process and whether we should change it or make any exceptions to it as we transition to new boundaries and the opening of a new high school. Long, boring post on this topic here.

7. We’ll review a proposed timeline for preparing for a bond proposal to appear on the September 2017 school board election ballot, to fund projects in the district’s facilities master plan.

8. We’ll discuss the district’s weighted resource allocation model, under which schools that have higher rates of free-and-reduced-price lunch (FRL) (which is the district’s proxy for low-income status) receive additional resources. The district has already begun phasing in this model—by, for example, trying to tilt teacher allocation toward high-FRL elementary schools. I asked for some further discussion of just how this model would function at the secondary school level.

9. We’ll get a quarterly report on the board’s strategic goal to “annually improve the educational experiences for all children through culturally inclusive and responsive school environments and classroom instruction, as measured by various student assessments including the Biennial Youth Survey, with a focus on equitable outcomes for students in protected classes.”

All that and more. The full agendas are here and here; chime in with a comment about anything that catches your attention.


Monday, May 9, 2016

School board agenda for Tuesday, May 10

Some of the items on this week’s board agenda:

We’ll talk about a proposal to change our aspirational class size goals to create somewhat smaller class sizes at schools that have higher rates of kids receiving free- or reduced-price lunch (a proxy for low-income households), kids receiving special education services, and kids in the English language learner program. The rationale is that those groups have shown significantly lower proficiency rates on reading and math tests, and so have a higher level of need. More information here.

We’ll hear our quarterly financial report. More information here.

We’ll continue our discussion of redistricting. I am hopeful that at this meeting or the next one, we will resolve our secondary boundary situation one way or another. More information here.

The full agendas are here and here. Feel free to chime in with a comment about anything that catches your attention.

Tuesday, April 12, 2016

What would stronger weighted resource reallocation look like?

There has been ongoing discussion in our district about the fact that some schools have a much higher percentage of “high need” kids than other schools do. People have advocated for various ways to help the higher-need kids: some say we should redistrict to avoid high concentrations of high-need kids in any one school; some want to use magnet schools or paired schools to achieve the same end; some want to direct disproportionate resources toward schools with disproportionate need. These are not mutually exclusive ideas; the district could use redistricting, magnets, or paired schools to some extent and then try to address remaining disparities with resource allocation.

Our district has already begun a “weighted resource allocation” plan. So far, the plan has involved allocating certain types of staff support (such as School Administration Managers) toward schools with more high-need kids. As I understand it, the plan has not (yet?) progressed to reallocating classroom teachers (though some ad hoc recognition of high-need schools may have occurred to a limited extent). Since the bulk of our operating budget is spent on classroom teachers, applying the plan to classroom teachers would greatly increase how much resource reallocation we could do.

That said, it’s easy to say that we should reallocate resources, and harder to know what that would actually entail. The goal of this post is to imagine what it might look like if we deliberately tilted the allocation of classroom teachers toward schools with more high-need kids. So I did an elaborate mathematical experiment. To begin, I defined “high need” simply by using the percentage of kids who receive free or reduced-price lunch at each school. This is not a perfect proxy for “high need,” but it’s a pretty good one; we’ve seen big disparities between FRL and non-FRL kids on statewide assessments of reading and math proficiency. (Our district has begun to use a more complex indicator that also takes into account the number of kids in special education and in the English-language learning program. I hope to write more on the measurement of “high need” in a future post.)

Then, I decided to assign a greater “weight” to high-need students, on the theory that the kids with more need should get more teachers. To keep it straightforward, I decided to give each high-need kid the weight of two students and then reallocate teachers accordingly. That means that class sizes in a 100% high-need school would, on average, be half the size of those in a 0% high-need school. And since we don’t have any schools that are 100% or 0% high need, the actual class size differences would not be that large on average.

How would that system change the allocation of teachers in our elementary schools? Here’s what happened when I ran the numbers:


What would the resulting class sizes look like? First, let’s see what they look like now. Here is a chart showing the class sizes in our elementary schools as of October 2015. Green squares indicate class sizes that are below-median for that grade; red squares are above median. I’ve listed the schools in decreasing order of FRL percentage, so the higher-need schools are at the top. (Click to enlarge.)


As you can see, there is a little more green toward the top of the chart than at the bottom, but the pattern is inconsistent and not very strong. (Caveat: I used the class size numbers from the district’s October 2015 report; there have almost certainly been changes since that time, both in the number of students and possibly in assignment of teachers.) Now here’s what it would look like if we reallocated that same number of teachers based strictly on giving high-need students the weight of two students (click to enlarge):


On the one hand, you can see that the pattern is much stronger and more consistent: schools with more high-need kids would get consistently smaller class sizes. On the other hand, you can see just how much it would come at the expense of the schools with the fewest high-need kids. Class sizes would be significantly larger there. In fact, toward the bottom of the chart, I had to start combining grades (that is, having mixed classes of first- and second-graders, or third- and fourth-graders, or fifth- and sixth-graders), in order to avoid class sizes in the forties or worse. Even then some of the class sizes were pretty steep.

There are many, many possible critiques of the method I used here to determine reallocation. FRL is not a perfect proxy for need, for example. Two is not necessarily the right multiplier. “Need” is not a binary concept, but varies on a spectrum. Academic need is not the only kind of need. Maybe what high-FRL schools need is not more classroom teachers but more reading specialists. And so on. There are certainly other ways to conceive of how resources might best be directed toward needs. But any attempt to reallocate resources, no matter what the details, will have to recognize that there are consequences, and that the greater the benefit to high-need kids, the more uncomfortable some of those consequences are at the other end.

Seeing a concrete illustration of resource reallocation raises lot of questions. What is the “ceiling” on how high a class size we can tolerate, even at a low-FRL school? Could any plan like this one ever get the buy-in it would need to become a reality—from the public, the board, and the teachers and administrators? Would this approach to addressing disparities be more or less politically sustainable than a purely redistricting-based approach (keeping in mind that a redistricting approach would entail some additional busing expenses that would also affect class size)? Would it be more or less effective at reducing the proficiency gaps? How big would the benefit actually be?

Is it possible that some families would transfer their kids from schools with the higher class sizes to schools with the lower class sizes, taking some of the edge off of the disparities in both class size and FRL? In other words, could it work as a kind of Small Class Size Magnet School plan? On the other hand, to what extent would better-off families simply opt out of the public schools altogether (which costs the district money in per-pupil state aid) if they felt like class sizes at their elementary school were too high?

How would resource reallocation work in the junior highs and high schools? I assume it would have to operate at the classroom level—that is, courses that enroll lots of high-need students would have smaller class sizes, while class sizes would increase in courses that enroll fewer high-need students. (I’m looking at you, AP courses.) Notice that there is an argument for doing this even if our boundary plan equalizes the FRL percentages at each school, since the FRL percentages might still vary widely from classroom to classroom.

Again, this particular approach to resource reallocation is just one of many that are imaginable. But it’s useful because it provides a concrete sense of how resource reallocation could really hash out in practice. One thing you notice right away is how class sizes change not gradually but in quantum leaps: often adding just one teacher to a particular grade in one school changes that grade’s squares from very red to very green. Since you can’t just add a fraction of a classroom teacher to a school, class sizes are not easily fine-tuned or smoothed out.

I know there are limits to what the school district can do to bring up test scores. It is not within our power to erase all the effects of poverty (and other challenges) on our students’ lives. Though I’ll never agree that “educational achievement” can be reduced to a score on a standardized test, the proficiency gaps we’re seeing are clearly telling us something real about how well we’re serving our high-need kids. In my view, some form of resource reallocation toward schools with more high-need kids (not necessarily this particular variation!) ought to be a part of the discussion of how to address those gaps. But it’s important to recognize that it’s not an easy fix and that it might be hard to achieve significant benefits without tolerating some significant costs.

Finally, I’ll be a broken record: The painful trade-offs that you see when you think about class size would be reduced and even eliminated if our governor and state legislature would provide better school funding. I’m not meaning to excuse the school board from using its funding as wisely as possible, but state funding is the primary factor driving class size. Even just bringing Iowa back up to the national median for per-pupil funding would provide our district with millions of dollars of additional operating funds—enough to turn many red squares green and still have something left over to address other needs. Neither political party is perfect on this score, but in practice, increasing school funding requires electing a Democratic legislature this year and a Democratic governor in 2018.

I’m interested to hear people’s thoughts in the comments. How do you think resource reallocation compares to other possible ways to address the proficiency gaps we’re seeing among our high-need kids?

Sunday, October 25, 2015

October 27 board agenda

I’d love to use this blog as a way to hear some thoughts about issues that appear on our board agenda. The agenda for this coming week’s meeting is here. Among other things, we will be discussing:

The bell schedule. The district changed the bell schedule this year, extending the elementary school day and adjusting the daily start and end times for all students. I was against the change and, especially given some of the unintended consequences we have experienced (for example, with bus schedules), am strongly inclined to revisit it. My fellow director Lori Roetlin, who also wants to revisit the issue, has written a letter explaining her thoughts about how we should move forward with the issue. What are your thoughts?

The possibility of buying into ThoughtExchange, an online platform for gathering and aggregating public input on school issues. I have some initial thoughts about this issue that I’ll try to post separately. You can read about ThoughtExchange (or at least see advertisements for it) by clicking on the links and PDFs here. The service would cost $170,000 over five years. Your thoughts on ThoughtExchange?

The preliminary report about this year’s class sizes. You can read the report here. I’ve heard a lot of concern about our class sizes this year. Chime in if you have thoughts on the issue.

You may find something else in the agenda that catches your eye. Feel free to post a comment.

UPDATE, 10-29:  Thanks, everyone, for the terrific comments.  I’ve had less time the past couple of days to respond individually—as will inevitably happen here—but I always read the comments and I really value the input.  At our Tuesday night meeting, we voted unanimously to adopt Director Lori Roetlin’s proposal to set up a task force to examine the bell schedule and make recommendations.  The proposal is designed to get the process going soon there will be plenty of time to get input from the community before any decision gets made.

We also heard a presentation from the ThoughtExchange vendor and discussed the service at some length, but we did not vote on it.  Some of my fellow board members are very supportive of the proposal, while others want more information about alternatives, while others (including me) are pretty skeptical, so the discussion will continue at a future meeting.

The board president summarized our clarification of the threat protocol that occurred at last week’s work session, and the issue will go to board committees for further discussion.  The class size report focused (as I would have expected) on the shortage of supplemental state aid and on the district’s choices about how to put available funding to the best use.